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Farzaneh Askari

2 accepted papers

2025

A Reinforcement Learning-Based Social Robot for Personalized Learning in Children with Autism

ICRA 2025

This work hypothesizes that a social robot that uses reinforcement learning can effectively adapt to individual differences in teaching imitation skills (e.g., facial expressions) to children with autism spectrum disorder. We developed an active learning method based on reinforcement learning to per

Cited by 0SourceScholar
2024

DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release

NeurIPS 2024poster

In this work, we tackle the question of how to systematically benchmark task-agnostic decoupling methods for privacy-preserving machine learning (ML). Sharing datasets that include sensitive information often triggers privacy concerns, necessitating robust decoupling methods to separate sensitive an…

Cited by 0SourcePDFScholar